SpeechMedAssist adapts SpeechLMs for medical consultations via two-stage training (text knowledge injection then limited speech re-alignment) using 10k synthesized samples and outperforms baselines in effectiveness and robustness.
They should not be too brief or fragmented, and must convey a well-defined health problem or con- cern
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SpeechMedAssist: Efficiently and Effectively Adapting Speech Language Models for Medical Consultation
SpeechMedAssist adapts SpeechLMs for medical consultations via two-stage training (text knowledge injection then limited speech re-alignment) using 10k synthesized samples and outperforms baselines in effectiveness and robustness.